A genetic fuzzy approach for rule extraction for rule-based classification with application to medical diagnosis

Rahil Hosseini; T. Ellis; M Mazinani; J. Dehmeshki

A genetic fuzzy approach for rule extraction for rule-based classification with application to medical diagnosis

Rahil Hosseini
, T. Ellis
, M Mazinani
, J. Dehmeshki

Research output: Contribution to conference › Paper › peer-review

Original language	English
Publication status	Published - 9 Sept 2011
Event	European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) - Athens, Greece Duration: 5 Sept 2011 → 9 Sept 2011

Conference

Conference	European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
Period	5/09/11 → 9/09/11

Keywords

rule extraction
type-2 fuzzy logic system
genetic algorithm
classification
modeling uncertainty
Applied mathematics

Access to Document

http://www.cs.gmu.edu/~hrangwal/kd-hcm/proc/papers/1-Hosseini_et_al.pdf

Cite this

Hosseini, R., Ellis, T., Mazinani, M., & Dehmeshki, J. (2011). A genetic fuzzy approach for rule extraction for rule-based classification with application to medical diagnosis. Paper presented at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD). http://www.cs.gmu.edu/~hrangwal/kd-hcm/proc/papers/1-Hosseini_et_al.pdf

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title = "A genetic fuzzy approach for rule extraction for rule-based classification with application to medical diagnosis",

keywords = "rule extraction, type-2 fuzzy logic system, genetic algorithm, classification, modeling uncertainty, Applied mathematics",

author = "Rahil Hosseini and T. Ellis and M Mazinani and J. Dehmeshki",

year = "2011",

month = sep,

day = "9",

language = "English",

note = "European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) ; Conference date: 05-09-2011 Through 09-09-2011",

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Hosseini, R, Ellis, T, Mazinani, M & Dehmeshki, J 2011, 'A genetic fuzzy approach for rule extraction for rule-based classification with application to medical diagnosis', Paper presented at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 5/09/11 - 9/09/11. <http://www.cs.gmu.edu/~hrangwal/kd-hcm/proc/papers/1-Hosseini_et_al.pdf>

A genetic fuzzy approach for rule extraction for rule-based classification with application to medical diagnosis. / Hosseini, Rahil; Ellis, T.; Mazinani, M et al.
2011. Paper presented at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD).

Research output: Contribution to conference › Paper › peer-review

TY - CONF

T1 - A genetic fuzzy approach for rule extraction for rule-based classification with application to medical diagnosis

AU - Hosseini, Rahil

AU - Ellis, T.

AU - Mazinani, M

AU - Dehmeshki, J.

PY - 2011/9/9

Y1 - 2011/9/9

KW - rule extraction

KW - type-2 fuzzy logic system

KW - genetic algorithm

KW - classification

KW - modeling uncertainty

KW - Applied mathematics

M3 - Paper

T2 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)

Y2 - 5 September 2011 through 9 September 2011

ER -